I got the following message error when trying to start COVID19-L3-NET code
python3 trainval.py -e open_source_pspnet -d L3netDemoData -sb ./outputs -r 1
widgets not available...
widgets not available...
widgets not available...
widgets not available...
widgets not available...
widgets not available...
{'batch_size': 1,
'dataset': {'name': 'open_source', 'transform': 'basic', 'transform_mode': 3},
'dataset_size': {'train': 'all', 'val': 'all'},
'lr': 1e-05,
'max_epoch': 100,
'model': {'base': 'pspnet',
'encoder': 'inceptionresnetv2',
'loss': 'dice',
'name': 'semseg'},
'num_channels': 1,
'optimizer': 'adam'}
Experiment saved in ./outputs/790f889274d37c4312d9e83020e835ed
100%|████████████████████████████████████████| 829/829 [00:04<00:00, 186.34it/s]
Starting experiment at epoch 0
Training: 0%| | 0/146 [00:00<?, ?it/s]Traceback (most recent call last):
File "trainval.py", line 178, in
trainval(exp_dict=exp_dict,
File "trainval.py", line 106, in trainval
train_dict = model.train_on_loader(train_loader)
File "/home/elbakkali/COVID19-L3-Net-master/src/models/semseg.py", line 68, in train_on_loader
for batch in train_loader:
File "/home/elbakkali/.local/lib/python3.8/site-waspackages/torch/utils/data/dataloader.py", line 345, in next
data = self._next_data()
File "/home/elbakkali/.local/lib/python3.8/site-packages/torch/utils/data/dataloader.py", line 385, in _next_data
data = self._dataset_fetcher.fetch(index) # may raise StopIteration
File "/home/elbakkali/.local/lib/python3.8/site-packages/torch/utils/data/_utils/fetch.py", line 44, in fetch
data = [self.dataset[idx] for idx in possibly_batched_index]
File "/home/elbakkali/.local/lib/python3.8/site-packages/torch/utils/data/_utils/fetch.py", line 44, in
data = [self.dataset[idx] for idx in possibly_batched_index]
File "/home/elbakkali/COVID19-L3-Net-master/src/datasets/open_source.py", line 78, in getitem
lung_mask = np.array(Image.open(os.path.join(self.lung_path,
File "/usr/lib/python3/dist-packages/PIL/Image.py", line 2809, in open
fp = builtins.open(filename, "rb")
FileNotFoundError: [Errno 2] No such file or directory: 'L3netDemoData/LungMasks/L3netDemoData/LungMasks/8_z031.png'
Thanks for reporting this @EL-Bakkali-Jaafar! I have merged a change to the code that fixes this issue. Could you git pull the latest version and try again?
Hello everyone,
I got the following message error when trying to start COVID19-L3-NET code python3 trainval.py -e open_source_pspnet -d L3netDemoData -sb ./outputs -r 1 widgets not available... widgets not available... widgets not available... widgets not available... widgets not available... widgets not available... {'batch_size': 1, 'dataset': {'name': 'open_source', 'transform': 'basic', 'transform_mode': 3}, 'dataset_size': {'train': 'all', 'val': 'all'}, 'lr': 1e-05, 'max_epoch': 100, 'model': {'base': 'pspnet', 'encoder': 'inceptionresnetv2', 'loss': 'dice', 'name': 'semseg'}, 'num_channels': 1, 'optimizer': 'adam'} Experiment saved in ./outputs/790f889274d37c4312d9e83020e835ed 100%|████████████████████████████████████████| 829/829 [00:04<00:00, 186.34it/s] Starting experiment at epoch 0 Training: 0%| | 0/146 [00:00<?, ?it/s]Traceback (most recent call last): File "trainval.py", line 178, in
trainval(exp_dict=exp_dict,
File "trainval.py", line 106, in trainval
train_dict = model.train_on_loader(train_loader)
File "/home/elbakkali/COVID19-L3-Net-master/src/models/semseg.py", line 68, in train_on_loader
for batch in train_loader:
File "/home/elbakkali/.local/lib/python3.8/site-waspackages/torch/utils/data/dataloader.py", line 345, in next
data = self._next_data()
File "/home/elbakkali/.local/lib/python3.8/site-packages/torch/utils/data/dataloader.py", line 385, in _next_data
data = self._dataset_fetcher.fetch(index) # may raise StopIteration
File "/home/elbakkali/.local/lib/python3.8/site-packages/torch/utils/data/_utils/fetch.py", line 44, in fetch
data = [self.dataset[idx] for idx in possibly_batched_index]
File "/home/elbakkali/.local/lib/python3.8/site-packages/torch/utils/data/_utils/fetch.py", line 44, in
data = [self.dataset[idx] for idx in possibly_batched_index]
File "/home/elbakkali/COVID19-L3-Net-master/src/datasets/open_source.py", line 78, in getitem
lung_mask = np.array(Image.open(os.path.join(self.lung_path,
File "/usr/lib/python3/dist-packages/PIL/Image.py", line 2809, in open
fp = builtins.open(filename, "rb")
FileNotFoundError: [Errno 2] No such file or directory: 'L3netDemoData/LungMasks/L3netDemoData/LungMasks/8_z031.png'
Any advice ? Thanks